Solution Architect - Data Architecture & Platform Design (Public Sector)
WEBSPARKS PTE. LTD.
Job description
About the role
We are seeking a Solution Architect to lead the design of a comprehensive data platform for a government project in Singapore. The role focuses on building end‑to‑end data architecture, supporting diverse data sources and AI/ML workloads, while working in a hybrid environment.
Key responsibilities
- Design the full data architecture, including bronze, silver, gold medallion layers, semantic layer, and business analytics layer.
- Define data models, contracts, and governance frameworks for the core platform.
- Own schema and data‑warehouse design decisions and ensure support for IoT, telemetry, CCTV, and building system logs.
- Collaborate with partners to set interface specifications for inbound and outbound data.
- Establish governed access patterns for dashboards, APIs, and AI tools, working with security for controls and audit logging.
- Assess data to generate hypotheses for data‑science and ML use cases, guiding data collection and architecture.
- Enable MLOps pipelines and GenAI workloads, documenting all architectural decisions.
- Transfer knowledge to internal teams to build lasting design capability.
Required profile
- Degree in Computer Science, Engineering or related field.
- 8+ years of experience in data architecture and platform design.
- Proven track record designing medallion architectures and semantic layers on AWS using Databricks or Snowflake.
- Experience leading large‑scale national or city‑level data platform projects.
- Familiarity with ingesting IoT, telemetry, system logs, and image/video data.
- Preferred experience with robotics data formats and GenAI/LLM workloads.
Required skills
- AWS
- Databricks
- Snowflake
- Medallion (bronze/silver/gold) architecture
- Data modeling and schema design
- Data governance and contracts
- IoT and telemetry data ingestion
- CCTV and video data handling
- AI/ML and MLOps pipelines
- GenAI, large language model, retrieval‑augmented generation
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Published 1 month ago
Expires 5 days from now
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